View in EDS HTML Full Text PDF Full Text

Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction.

Saved in:
Bibliographic Details
Title: Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction.
Authors: Sánchez-Jiménez, Eduardo1, Cuevas-Chávez, Alejandra1, Hernández, Yasmín1, yasmin.hp@cenidet.tecnm.mx, Ortiz-Hernandez, Javier1, Hernández-Aguilar, José Alberto2, Martínez-Rebollar, Alicia1, Estrada-Esquivel, Hugo1
Source: Journal of Intelligent & Fuzzy Systems; Feb2026, Vol. 50 Issue 2, p584-596, 13p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192308545
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Sánchez-Jiménez%2C+Eduardo%22">Sánchez-Jiménez, Eduardo</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Cuevas-Chávez%2C+Alejandra%22">Cuevas-Chávez, Alejandra</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Hernández%2C+Yasmín%22">Hernández, Yasmín</searchLink><relatesTo>1</relatesTo>, <i>yasmin.hp@cenidet.tecnm.mx</i><br /><searchLink fieldCode="AU" term="%22Ortiz-Hernandez%2C+Javier%22">Ortiz-Hernandez, Javier</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Hernández-Aguilar%2C+José+Alberto%22">Hernández-Aguilar, José Alberto</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Martínez-Rebollar%2C+Alicia%22">Martínez-Rebollar, Alicia</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Estrada-Esquivel%2C+Hugo%22">Estrada-Esquivel, Hugo</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+%26+Fuzzy+Systems%22">Journal of Intelligent & Fuzzy Systems</searchLink>; Feb2026, Vol. 50 Issue 2, p584-596, 13p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192308545
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3233/JIFS-219376
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 13
        StartPage: 584
    Titles:
      – TitleFull: Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Sánchez-Jiménez, Eduardo
      – PersonEntity:
          Name:
            NameFull: Cuevas-Chávez, Alejandra
      – PersonEntity:
          Name:
            NameFull: Hernández, Yasmín
      – PersonEntity:
          Name:
            NameFull: Ortiz-Hernandez, Javier
      – PersonEntity:
          Name:
            NameFull: Hernández-Aguilar, José Alberto
      – PersonEntity:
          Name:
            NameFull: Martínez-Rebollar, Alicia
      – PersonEntity:
          Name:
            NameFull: Estrada-Esquivel, Hugo
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 10641246
          Numbering:
            – Type: volume
              Value: 50
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Journal of Intelligent & Fuzzy Systems
              Type: main
ResultId 1